Disclosed herein are a method, a view generating computing device, and a non-transitory computer readable medium for generating plurality of views on a user interface in a big data environment, the views corresponding to data flows from a plurality of source devices to the plurality of destination devices and vice-versa, The method includes receiving data flows from each of the plurality of source devices and each of the plurality of destination devices, the data flows indicative of the flow of data between a source device and corresponding destination device; receiving a request from a user interface associated with a user device; generating, a source view, a destination view, and a differential view; rendering the source view, the destination view, and the differential view on the user interface, wherein the source view, the destination view, and the differential view are viewed concurrently in real time m response to the generating.